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BIG-bench Machine Learning

Papers archive 2025-07-28

archive papers tagged: 10,033 · with a code link: 2,352 · where Syntology ran a sample: 356 (290 with a run with no instrument failure, 66 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (356 of 10,033 tagged: 290 with a run with no instrument failure, 66 where every run was a failure of Syntology's instrument)

Page 81 of 101: papers 8,001 to 8,100 of 10,033, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Improved Expressivity Through Dendritic Neural Networks
  1 Dec 2018 0 repositories listed
• Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems
  1 Dec 2018 0 repositories listed
• Measures of distortion for machine learning
  1 Dec 2018 0 repositories listed
• MetaReg: Towards Domain Generalization using Meta-Regularization
  1 Dec 2018 0 repositories listed
• Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity
  1 Dec 2018 0 repositories listed
• Deep Signal Recovery with One-Bit Quantization
  30 Nov 2018 0 repositories listed
• How to Organize your Deep Reinforcement Learning Agents: The Importance of Communication Topology
  30 Nov 2018 0 repositories listed
• Idiosyncrasies and challenges of data driven learning in electronic trading
  30 Nov 2018 0 repositories listed
• LoAdaBoost: loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data
  30 Nov 2018 0 repositories listed
• Restricted Boltzmann Machine with Multivalued Hidden Variables: a model suppressing over-fitting
  30 Nov 2018 0 repositories listed
• Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation
  30 Nov 2018 0 repositories listed
• A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival Analysis
  29 Nov 2018 0 repositories listed
• A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics
  29 Nov 2018 0 repositories listed
• BCCNet: Bayesian classifier combination neural network
  29 Nov 2018 0 repositories listed
• Correspondence Analysis of Government Expenditure Patterns
  29 Nov 2018 0 repositories listed
• Machine Learning Based Obstacle Detection for Automatic Train Pairing
  29 Nov 2018 0 repositories listed
• Machine Learning on Electronic Health Records: Models and Features Usages to predict Medication Non-Adherence
  29 Nov 2018 0 repositories listed
• MOBIUS: Model-Oblivious Binarized Neural Networks
  29 Nov 2018 0 repositories listed
• Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness
  28 Nov 2018 0 repositories listed
• An Adversarial Approach for Explainable AI in Intrusion Detection Systems
  28 Nov 2018 0 repositories listed
• Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data
  28 Nov 2018 0 repositories listed
• FADL:Federated-Autonomous Deep Learning for Distributed Electronic Health Record
  28 Nov 2018 0 repositories listed
• Racial categories in machine learning
  28 Nov 2018 0 repositories listed
• Towards Identifying and Managing Sources of Uncertainty in AI and Machine Learning Models - An Overview
  28 Nov 2018 0 repositories listed
• Machine learning-guided directed evolution for protein engineering
  27 Nov 2018 0 repositories listed
• Robust Classification of Financial Risk
  27 Nov 2018 0 repositories listed
• Semantically-aware population health risk analyses
  27 Nov 2018 0 repositories listed
• What is Interpretable? Using Machine Learning to Design Interpretable Decision-Support Systems
  27 Nov 2018 0 repositories listed
• A Framework for Implementing Machine Learning on Omics Data
  26 Nov 2018 0 repositories listed
• Generalised Differential Privacy for Text Document Processing
  26 Nov 2018 0 repositories listed
• HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition
  26 Nov 2018 0 repositories listed
• Interlacing Personal and Reference Genomes for Machine Learning Disease-Variant Detection
  26 Nov 2018 0 repositories listed
• Machine Learning Classifications of Coronary Artery Disease
  26 Nov 2018 0 repositories listed
• Towards Machine Learning Prediction of Deep Brain Stimulation (DBS) Intra-operative Efficacy Maps
  26 Nov 2018 0 repositories listed
• 50 Years of Test (Un)fairness: Lessons for Machine Learning
  25 Nov 2018 0 repositories listed
• A Survey of Mobile Computing for the Visually Impaired
  25 Nov 2018 0 repositories listed
• Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
  24 Nov 2018 0 repositories listed
• Application of Machine Learning in Fiber Nonlinearity Modeling and Monitoring for Elastic Optical Networks
  23 Nov 2018 0 repositories listed
• Learning Multiple Defaults for Machine Learning Algorithms
  23 Nov 2018 0 repositories listed
• Machine Learning for Yield Curve Feature Extraction: Application to Illiquid Corporate Bonds
  23 Nov 2018 0 repositories listed
• Nonlinear Regression without i.i.d. Assumption
  23 Nov 2018 0 repositories listed
• The Error is the Feature: how to Forecast Lightning using a Model Prediction Error
  23 Nov 2018 0 repositories listed
• Machine learning enables long time scale molecular photodynamics simulations
  22 Nov 2018 0 repositories listed
• Oversight of Unsafe Systems via Dynamic Safety Envelopes
  22 Nov 2018 0 repositories listed
• How to improve the interpretability of kernel learning
  21 Nov 2018 0 repositories listed
• Rapid Prediction of Electron-Ionization Mass Spectrometry using Neural Networks
  21 Nov 2018 0 repositories listed
• Steerable Wavelet Scattering for 3D Atomic Systems with Application to Li-Si Energy Prediction
  21 Nov 2018 0 repositories listed
• Using AI to Design Stone Jewelry
  21 Nov 2018 0 repositories listed
• DarwinML: A Graph-based Evolutionary Algorithm for Automated Machine Learning
  20 Nov 2018 0 repositories listed
• Machine Learning Distinguishes Neurosurgical Skill Levels in a Virtual Reality Tumor Resection Task
  20 Nov 2018 0 repositories listed
• Self Organizing Classifiers: First Steps in Structured Evolutionary Machine Learning
  20 Nov 2018 0 repositories listed
• State of the Art in Fair ML: From Moral Philosophy and Legislation to Fair Classifiers
  20 Nov 2018 0 repositories listed
• Model change detection with application to machine learning
  19 Nov 2018 0 repositories listed
• On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection
  19 Nov 2018 0 repositories listed
• When Conventional machine learning meets neuromorphic engineering: Deep Temporal Networks (DTNets) a machine learning frawmework allowing to operate on Events and Frames and implantable on Tensor Flow Like Hardware
  19 Nov 2018 0 repositories listed
• Deep learning framework DNN with conditional WGAN for protein solubility prediction
  17 Nov 2018 0 repositories listed
• Machine Learning for Health (ML4H) Workshop at NeurIPS 2018
  17 Nov 2018 0 repositories listed
• The Theory and Algorithm of Ergodic Inference
  17 Nov 2018 0 repositories listed
• A Generalized Meta-loss function for regression and classification using privileged information
  16 Nov 2018 0 repositories listed
• Neural network state estimation for full quantum state tomography
  16 Nov 2018 0 repositories listed
• Symmetry constrained machine learning
  16 Nov 2018 0 repositories listed
• Graph Convolutional Neural Networks for Polymers Property Prediction
  15 Nov 2018 0 repositories listed
• Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon
  15 Nov 2018 0 repositories listed
• Short-Term Wind-Speed Forecasting Using Kernel Spectral Hidden Markov Models
  15 Nov 2018 0 repositories listed
• Human-like machine learning: limitations and suggestions
  14 Nov 2018 0 repositories listed
• Machine Learning Analysis of Heterogeneity in the Effect of Student Mindset Interventions
  14 Nov 2018 0 repositories listed
• Tetris: Re-architecting Convolutional Neural Network Computation for Machine Learning Accelerators
  14 Nov 2018 0 repositories listed
• Comparison of Feature Extraction Methods and Predictors for Income Inference
  13 Nov 2018 0 repositories listed
• Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability
  13 Nov 2018 0 repositories listed
• A Smart System for Selection of Optimal Product Images in E-Commerce
  12 Nov 2018 0 repositories listed
• Characterizing machine learning process: A maturity framework
  12 Nov 2018 0 repositories listed
• On the practice of classification learning for clinical diagnosis and therapy advice in oncology
  12 Nov 2018 0 repositories listed
• Recent Research Advances on Interactive Machine Learning
  12 Nov 2018 0 repositories listed
• An Optimal Control View of Adversarial Machine Learning
  11 Nov 2018 0 repositories listed
• Machine Learning with Abstention for Automated Liver Disease Diagnosis
  11 Nov 2018 0 repositories listed
• Automated Multi-Label Classification based on ML-Plan
  9 Nov 2018 0 repositories listed
• Convolutional neural networks in phase space and inverse problems
  9 Nov 2018 0 repositories listed
• A Survey on Data Collection for Machine Learning: a Big Data -- AI Integration Perspective
  8 Nov 2018 0 repositories listed
• ABC: Efficient Selection of Machine Learning Configuration on Large Dataset
  8 Nov 2018 0 repositories listed
• Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis
  8 Nov 2018 0 repositories listed
• Advanced machine learning informatics modeling using clinical and radiological imaging metrics for characterizing breast tumor characteristics with the OncotypeDX gene array
  8 Nov 2018 0 repositories listed
• Transformative Machine Learning
  8 Nov 2018 0 repositories listed
• Using Known Information to Accelerate HyperParameters Optimization Based on SMBO
  8 Nov 2018 0 repositories listed
• Kalman Filter Modifier for Neural Networks in Non-stationary Environments
  6 Nov 2018 0 repositories listed
• On exponential convergence of SGD in non-convex over-parametrized learning
  6 Nov 2018 0 repositories listed
• Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls
  5 Nov 2018 0 repositories listed
• Exploring Connections Between Active Learning and Model Extraction
  5 Nov 2018 0 repositories listed
• Intrinsic Universal Measurements of Non-linear Embeddings
  5 Nov 2018 0 repositories listed
• Reinforcement Learning based Dynamic Model Selection for Short-Term Load Forecasting
  5 Nov 2018 0 repositories listed
• Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference
  5 Nov 2018 0 repositories listed
• Explaining Explanations in AI
  4 Nov 2018 0 repositories listed
• FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning
  4 Nov 2018 0 repositories listed
• Modeling Stated Preference for Mobility-on-Demand Transit: A Comparison of Machine Learning and Logit Models
  4 Nov 2018 0 repositories listed
• Stochastic Primal-Dual Method for Empirical Risk Minimization with 𝒪(1) Per-Iteration Complexity
  3 Nov 2018 0 repositories listed
• Effective Learning of Probabilistic Models for Clinical Predictions from Longitudinal Data
  2 Nov 2018 0 repositories listed
• Machine learning architectures to predict motion sickness using a Virtual Reality rollercoaster simulation tool
  2 Nov 2018 0 repositories listed
• DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction
  1 Nov 2018 0 repositories listed
• Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction
  1 Nov 2018 0 repositories listed
• Exploiting Attention to Reveal Shortcomings in Memory Models
  1 Nov 2018 0 repositories listed
• Unauthorized AI cannot Recognize Me: Reversible Adversarial Example
  1 Nov 2018 0 repositories listed